DEVELOPMENT... OpenML
Run
186391

Run 186391

Task 4366 (Supervised Classification) cpu Uploaded 25-02-2015 by Felicia West
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Flow

weka.RandomForest(5)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(5)_I100
weka.RandomForest(5)_K0
weka.RandomForest(5)_S1
weka.RandomForest(5)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9965
Per class
F measure
0.9631
Per class
Kappa
0.9024
KB relative information score
1693.6193
Mean absolute error
0.0785
Mean prior absolute error
0.3797
Number of instances
2090
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9631
Per class
Predictive accuracy
0.9632
Prior entropy
0.8205
Recall
0.9632
Per class
Relative absolute error
0.2066
Root mean prior squared error
0.4351
Root mean squared error
0.1629
Root relative squared error
0.3745
SciMark benchmark
1319.5177
UserCPU time millis
20
UserCPU time millis testing
10
UserCPU time millis training
10